spatiotemporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

MobilityDB is a geospatial trajectory data management & analysis platform, built on PostgreSQL and PostGIS.

GeoWave provides geospatial and temporal indexing on top of Accumulo, HBase, BigTable, Cassandra, Kudu, Redis, RocksDB, and DynamoDB.

Data visualization examples and tutorials from scratch. 数据可视化示例代码集与新手学习教程。

tsl: a PyTorch library for processing spatiotemporal data.

Spatiotemporal modeling of spatial transcriptomics

Self-supervised Spatiotemporal Learning via Video Clip Order Prediction

(Journal of Hydrology 2025) U-RNN High-resolution spatiotemporal nowcasting of urban flooding

Cooperative Attack Algorithm for UAVs is focusing on the cooperative attack problem of UAV swarm system with flight time and attack angle constraints. It includes an efficient attack framework for real-time planning and control of drones.

Revealing Occlusions with 4D Neural Fields (CVPR 2022 Oral) - Official Implementation

[Information Fusion 2026] A collection of deep learning models for remote sensing spatiotemporal fusion.

R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes

Physics-informed deep super-resolution of spatiotemporal data

Tools to analyze and manipulate climate (spatiotemporal) data. Also used by ClimateTools and ClimatePlots

PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning

A Python Package for Adaptive Spatio-Temporal Exploratory Model (AdaSTEM)

ST-Hadoop is an open-source MapReduce extension of Hadoop designed specially to analyze your spatio-temporal data efficiently

A professional list of Papers on AI for Spatial Interpolation in AI conferences and journals.

Self-hosted 4D spatiotemporal AI platform built on PostgreSQL, PostGIS, TimescaleDB, H3 and pgvector, with anomaly & threat detection, NLQ interface and full observability.

Meshed GP for Bayesian spatial big data regression